{"id":"W2012605727","doi":"10.2310/7070.2004.02099","title":"Cervical Impalement with a Windshield Wiper","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Windshield; Surgery; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000389635,0.00009847326,0.0002978386,0.0000759817,0.00006063854,0.000006668711,0.0001372959,0.00006131591,0.0003138764],"category_scores_gemma":[0.00002876547,0.00004574342,0.00009465047,0.00009730703,0.0001999421,0.00006420913,0.00002172285,0.0003507923,0.00002488843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003957294,"about_ca_system_score_gemma":0.0001542145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001298602,"about_ca_topic_score_gemma":0.00001445595,"domain_scores_codex":[0.9991577,0.00004859175,0.0003107358,0.00005357294,0.0002478295,0.0001815983],"domain_scores_gemma":[0.9993891,0.00005094856,0.0001600913,0.0001933326,0.0001053749,0.0001011912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03618415,0.004564201,0.7444569,0.000911913,0.007303447,0.008469797,0.04200825,0.001234834,0.04412564,0.09465475,0.003622203,0.01246396],"study_design_scores_gemma":[0.01113644,0.01158171,0.9042903,0.000367544,0.001246053,0.04721396,0.001774762,0.0000135322,0.01057251,0.008538117,0.003052465,0.0002126246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875683,0.0003231387,0.002341647,0.006222244,0.00006830984,0.0001521542,9.542483e-7,0.000008708984,0.003314503],"genre_scores_gemma":[0.9964551,0.00004073252,0.001933441,0.001327538,0.0001863032,0.000001327527,7.38191e-7,0.00001146706,0.00004335214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1598334,"threshold_uncertainty_score":0.3436726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085842108039508,"score_gpt":0.2575307344035336,"score_spread":0.2466723133231385,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}